{"id":"W4407276484","doi":"10.70266/9783886177059","title":"10.70266/9783886177059","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Diverse Legal and Medical Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001120412,0.0003447205,0.000439762,0.0002098238,0.0001522418,0.0001879578,0.0003861523,0.0001875851,0.9931591],"category_scores_gemma":[0.00005832226,0.0002980539,0.0001601877,0.0001530636,0.00007614935,0.0002455025,0.0003793079,0.0002495488,0.997708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005941233,"about_ca_system_score_gemma":0.00004654683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007408694,"about_ca_topic_score_gemma":8.332399e-8,"domain_scores_codex":[0.9985541,0.000002935461,0.0002352263,0.0003788871,0.0004481328,0.0003807222],"domain_scores_gemma":[0.9994974,0.00002653215,0.0001063598,0.0002425925,0.00008801773,0.00003909033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003259537,0.00002313189,4.252411e-8,0.00007780833,0.00005156216,0.00003251933,0.000001633238,0.0000013081,1.381202e-7,0.0001270402,0.8315083,0.1681439],"study_design_scores_gemma":[0.0002022738,0.00001637869,0.000003918206,0.0001658205,0.0001487306,7.492211e-7,5.842921e-7,0.000009624081,8.990634e-8,0.0002305873,0.9988334,0.0003879119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.544089e-7,0.0002026596,1.410628e-7,0.0006120479,0.00003222814,0.0002751001,0.00001705064,0.0002643838,0.9985957],"genre_scores_gemma":[3.702064e-7,0.000002249106,0.000007214367,0.00197394,0.004236448,0.00002146018,0.0001611921,0.00005588244,0.9935412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.167756,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00867248920709277,"score_gpt":0.1552210073788888,"score_spread":0.146548518171796,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}